Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2026-01-11 1.176784 1.426115 1.743884 2.190936 2.825617 3.732922e+00 5.210719
2026-01-18 0.830893 1.096615 1.484640 2.133008 3.289792 5.540331e+00 11.356460
2026-01-25 0.673030 0.938801 1.364285 2.171394 3.911493 8.492533e+00 30.319563
2026-02-01 0.582879 0.848007 1.304227 2.266813 4.740579 1.383748e+01 140.018334
2026-02-08 0.507505 0.759744 1.216109 2.257028 5.335016 2.091441e+01 2689.599532
2026-02-15 0.445241 0.679961 1.120025 2.183158 5.695584 2.967968e+01 NaN
2026-02-22 0.411037 0.642756 1.096241 2.273414 6.786856 5.755416e+01 NaN
2026-03-01 0.376929 0.599572 1.049211 2.281839 7.619766 1.107770e+02 NaN
2026-03-08 0.343837 0.553306 0.985558 2.216906 8.056473 2.015374e+02 NaN
2026-03-15 0.318430 0.518457 0.940404 2.191500 8.747701 5.148694e+02 NaN
2026-03-22 0.308504 0.512591 0.960036 2.386472 11.480081 1.886787e+08 NaN
2026-03-29 0.294965 0.497475 0.954438 2.495322 14.112445 NaN NaN
2026-04-05 0.277309 0.472206 0.920290 2.488767 15.833746 NaN NaN
2026-04-12 0.258700 0.443092 0.871892 2.408136 16.558718 NaN NaN
2026-04-19 0.246738 0.426943 0.854536 2.451754 19.578123 NaN NaN
2026-04-26 0.238216 0.417271 0.852619 2.565302 25.176285 NaN NaN
2026-05-03 0.226626 0.399648 0.826046 2.553509 28.505044 NaN NaN
2026-05-10 0.213981 0.378581 0.786903 2.465260 29.431513 NaN NaN
2026-05-17 0.207784 0.371458 0.786138 2.573092 38.990970 NaN NaN
2026-05-24 0.199581 0.359020 0.768138 2.583176 46.123758 NaN NaN
2026-05-31 0.189997 0.342670 0.736521 2.505536 48.187893 NaN NaN
2026-06-07 0.182249 0.330033 0.714469 2.475208 53.874853 NaN NaN
2026-06-14 0.180560 0.331372 0.734713 2.708673 96.553854 NaN NaN